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Analytical methods for system matrix calculation and spatial resolution evaluation of DC-SPECT system
Yuemeng Feng1, Matthew Kupinski2, Mark Ottensmeyer1
1Department of Radiology, Massachusetts General Hospital & Harvard Medical School, Boston, MA, United States of America.
None:
Objective.To develop and evaluate an analytical method for calculating the system matrix of a dynamic cardiac single photon emission computed tomography (DC-SPECT) system, eliminating the need for computationally intensive Monte Carlo (MC) simulations.Approach.An analytical model was proposed for system matrix generation, incorporating solid angle calculations adapted for square-shaped pinhole collimators. The resulting sensitivity maps were validated against MC simulation results. Image reconstructions using the proposed analytical model were compared to those using an MC-simulated system matrix. Additionally, the overall system performance, including sensitivity and spatial resolution, was assessed using MC simulations.Main results.The analytical sensitivity map showed good agreement with MC-based results. Reconstructed images using the analytical model preserved key features but showed reduced performance compared to MC-based reconstructions. MC simulations of DC-SPECT demonstrated a spatial resolution of 5.5 mm for hot regions and 6.0 mm for cold regions, with an overall system sensitivity of 0.07% over a 15 cm diameter spherical field of view.Significance.The proposed analytical method offers a fast and practical alternative to MC-based system matrix generation, enabling efficient system design and prototyping. While its use in clinical image reconstruction requires further evaluation, the model provides a promising tool for accelerating the development of next-generation DC-SPECT systems.
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